Uncertainty-aware Cardinality Estimation by Neural Network Gaussian Process

Kangfei Zhao, Jeffrey Xu Yu, Zongyan He +1

Deep Learning (DL) has achieved great success in many real applications. Despite its success, there are some main problems when deploying advanced DL models in database systems, su…